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Abhinandan Dalal

1 accepted papers

2024

PrIsing: Privacy-Preserving Peer Effect Estimation via Ising Model

AISTATS 2024poster

The Ising model, originally developed as a spin-glass model for ferromagnetic elements, has gained popularity as a network-based model for capturing dependencies in agents’ outputs. Its increasing adoption in healthcare and the social sciences has raised privacy concerns regarding the confidentialit…